Applying Machine Learning in Science Education Research

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Applying Machine Learning in Science Education Research: When, How, and Why?
English | 2025 | ISBN: 3031742265 | 382 Pages | PDF EPUB (True) | 33 MB
This open access textbook offers science education researchers a hands-on guide for learning, critically examining, and integrating machine learning (ML) methods into their science education research projects. These methods power many artificial intelligence (AI)-based technologies and are widely adopted in science education research. ML can expand the methodological toolkit of science education researchers and provide novel opportunities to gain insights on science-related learning and teaching processes, however, applying ML poses novel challenges and is not suitable for every research context.


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